Package mondrian.rolap.agg

Source Code of mondrian.rolap.agg.SegmentLoader$SegmentRollupWrapper

/*
// This software is subject to the terms of the Eclipse Public License v1.0
// Agreement, available at the following URL:
// http://www.eclipse.org/legal/epl-v10.html.
// You must accept the terms of that agreement to use this software.
//
// Copyright (C) 2002-2005 Julian Hyde
// Copyright (C) 2005-2014 Pentaho and others
// All Rights Reserved.
*/
package mondrian.rolap.agg;

import mondrian.olap.MondrianException;
import mondrian.olap.MondrianProperties;
import mondrian.olap.Util;
import mondrian.resource.MondrianResource;
import mondrian.rolap.*;
import mondrian.rolap.agg.SegmentCacheManager.AbortException;
import mondrian.rolap.cache.SegmentCacheIndex;
import mondrian.server.Locus;
import mondrian.server.monitor.SqlStatementEvent;
import mondrian.spi.*;
import mondrian.util.*;

import org.apache.log4j.Logger;

import java.io.Serializable;
import java.sql.ResultSet;
import java.sql.SQLException;
import java.sql.Statement;
import java.util.*;
import java.util.concurrent.*;

/**
* <p>The <code>SegmentLoader</code> queries database and loads the data into
* the given set of segments.</p>
*
* <p>It reads a segment of <code>measure</code>, where <code>columns</code>
* are constrained to <code>values</code>.  Each entry in <code>values</code>
* can be null, meaning don't constrain, or can have several values. For
* example, <code>getSegment({Unit_sales}, {Region, State, Year}, {"West"},
* {"CA", "OR", "WA"}, null})</code> returns sales in states CA, OR and WA
* in the Western region, for all years.</p>
*
* <p>It will also look at the {@link MondrianProperties#SegmentCache} property
* and make usage of the SegmentCache provided as an SPI.
*
* @author Thiyagu, LBoudreau
* @since 24 May 2007
*/
public class SegmentLoader {

    private static final Logger LOGGER = Logger.getLogger(SegmentLoader.class);

    private final SegmentCacheManager cacheMgr;

    /**
     * Creates a SegmentLoader.
     *
     * @param cacheMgr Cache manager
     */
    public SegmentLoader(SegmentCacheManager cacheMgr) {
        this.cacheMgr = cacheMgr;
    }

    /**
     * Loads data for all the segments of the GroupingSets. If the grouping sets
     * list contains more than one Grouping Set then data is loaded using the
     * GROUP BY GROUPING SETS sql. Else if only one grouping set is passed in
     * the list data is loaded without using GROUP BY GROUPING SETS sql. If the
     * database does not support grouping sets
     * {@link mondrian.spi.Dialect#supportsGroupingSets()} then
     * grouping sets list should always have only one element in it.
     *
     * <p>For example, if list has 2 grouping sets with columns A, B, C and B, C
     * respectively, then the SQL will be
     * "GROUP BY GROUPING SETS ((A, B, C), (B, C))".
     *
     * <p>Else if the list has only one grouping set then sql would be without
     * grouping sets.
     *
     * <p>The <code>groupingSets</code> list should be topological order, with
     * more detailed higher-level grouping sets occurring first. In other words,
     * the first element of the list should always be the detailed grouping
     * set (default grouping set), followed by grouping sets which can be
     * rolled-up on this detailed grouping set.
     * In the example (A, B, C) is the detailed grouping set and (B, C) is
     * rolled-up using the detailed.
     *
     * <p>Grouping sets are removed from the {@code groupingSets} list as they
     * are loaded.</p>
     *
     * @param cellRequestCount Number of missed cells that led to this request
     * @param groupingSets   List of grouping sets whose segments are loaded
     * @param compoundPredicateList Compound predicates
     * @param segmentFutures List of futures wherein each statement will place
     *                       a list of the segments it has loaded, when it
     *                       completes
     */
    public void load(
        int cellRequestCount,
        List<GroupingSet> groupingSets,
        List<StarPredicate> compoundPredicateList,
        List<Future<Map<Segment, SegmentWithData>>> segmentFutures)
    {
        if (!MondrianProperties.instance().DisableCaching.get()) {
            for (GroupingSet groupingSet : groupingSets) {
                for (Segment segment : groupingSet.getSegments()) {
                    final SegmentCacheIndex index =
                        cacheMgr.getIndexRegistry().getIndex(segment.star);
                    index.add(
                        segment.getHeader(),
                        new SegmentBuilder.StarSegmentConverter(
                            segment.measure,
                            compoundPredicateList),
                        true);
                    // Make sure that we are registered as a client of
                    // the segment by invoking getFuture.
                    Util.discard(
                        index.getFuture(
                            Locus.peek().execution,
                            segment.getHeader()));
                }
            }
        }
        try {
            segmentFutures.add(
                cacheMgr.sqlExecutor.submit(
                    new SegmentLoadCommand(
                        Locus.peek(),
                        this,
                        cellRequestCount,
                        groupingSets,
                        compoundPredicateList)));
        } catch (Exception e) {
            throw new MondrianException(e);
        }
    }

    private static class SegmentLoadCommand
        implements Callable<Map<Segment, SegmentWithData>>
    {
        private final Locus locus;
        private final SegmentLoader segmentLoader;
        private final int cellRequestCount;
        private final List<GroupingSet> groupingSets;
        private final List<StarPredicate> compoundPredicateList;

        public SegmentLoadCommand(
            Locus locus,
            SegmentLoader segmentLoader,
            int cellRequestCount,
            List<GroupingSet> groupingSets,
            List<StarPredicate> compoundPredicateList)
        {
            this.locus = locus;
            this.segmentLoader = segmentLoader;
            this.cellRequestCount = cellRequestCount;
            this.groupingSets = groupingSets;
            this.compoundPredicateList = compoundPredicateList;
        }

        public Map<Segment, SegmentWithData> call() throws Exception {
            Locus.push(locus);
            try {
                return segmentLoader.loadImpl(
                    cellRequestCount,
                    groupingSets,
                    compoundPredicateList);
            } finally {
                Locus.pop(locus);
            }
        }
    }

    private Map<Segment, SegmentWithData> loadImpl(
        int cellRequestCount,
        List<GroupingSet> groupingSets,
        List<StarPredicate> compoundPredicateList)
    {
        SqlStatement stmt = null;
        GroupingSetsList groupingSetsList =
            new GroupingSetsList(groupingSets);
        RolapStar.Column[] defaultColumns =
            groupingSetsList.getDefaultColumns();

        final Map<Segment, SegmentWithData> segmentMap =
            new HashMap<Segment, SegmentWithData>();
        Throwable throwable = null;
        try {
            int arity = defaultColumns.length;
            SortedSet<Comparable>[] axisValueSets =
                getDistinctValueWorkspace(arity);

            stmt = createExecuteSql(
                cellRequestCount,
                groupingSetsList,
                compoundPredicateList);

            if (stmt == null) {
                // Nothing to do. We're done here.
                return segmentMap;
            }

            boolean[] axisContainsNull = new boolean[arity];

            RowList rows =
                processData(
                    stmt,
                    axisContainsNull,
                    axisValueSets,
                    groupingSetsList);

            boolean sparse =
                setAxisDataAndDecideSparseUse(
                    axisValueSets,
                    axisContainsNull,
                    groupingSetsList,
                    rows);

            final Map<BitKey, GroupingSetsList.Cohort> groupingDataSetsMap =
                createDataSetsForGroupingSets(
                    groupingSetsList,
                    sparse,
                    rows.getTypes().subList(
                        arity, rows.getTypes().size()));

            loadDataToDataSets(
                groupingSetsList, rows, groupingDataSetsMap);

            setDataToSegments(
                groupingSetsList,
                groupingDataSetsMap,
                segmentMap);

            return segmentMap;
        } catch (Throwable e) {
            throwable = e;
            if (stmt == null) {
                throw new MondrianException(e);
            }
            throw stmt.handle(e);
        } finally {
            if (stmt != null) {
                stmt.close();
            }
            setFailOnStillLoadingSegments(
                segmentMap, groupingSetsList, throwable);
        }
    }

    /**
     * Called when a segment has been loaded from SQL, to put into the segment
     * index and the external cache.
     *
     * @param header Segment header
     * @param body Segment body
     */
    private void cacheSegment(
        RolapStar star,
        SegmentHeader header,
        SegmentBody body)
    {
        // Write the segment into external cache.
        //
        // It would be a mistake to do this from the cacheMgr -- because the
        // calls may take time. The cacheMgr's actions must all be quick. We
        // are a worker, so we have plenty of time.
        //
        // Also note that we push the segments to external cache after we have
        // called cacheMgr.loadSucceeded. That call will allow the current
        // query to proceed.
        if (!MondrianProperties.instance().DisableCaching.get()) {
            cacheMgr.compositeCache.put(header, body);
            cacheMgr.loadSucceeded(star, header, body);
        }
    }

    private boolean setFailOnStillLoadingSegments(
        Map<Segment, SegmentWithData> segmentMap,
        GroupingSetsList groupingSetsList,
        Throwable throwable)
    {
        int n = 0;
        for (GroupingSet groupingSet : groupingSetsList.getGroupingSets()) {
            for (Segment segment : groupingSet.getSegments()) {
                if (!segmentMap.containsKey(segment)) {
                    if (throwable == null) {
                        throwable =
                            new RuntimeException("Segment failed to load");
                    }
                    final SegmentHeader header = segment.getHeader();
                    cacheMgr.loadFailed(
                        segment.star,
                        header,
                        throwable);
                    ++n;
                }
            }
        }
        return n > 0;
    }

    /**
     * Loads data to the datasets. If the grouping sets is used,
     * dataset is fetched from groupingDataSetMap using grouping bit keys of
     * the row data. If grouping sets is not used, data is loaded on to
     * nonGroupingDataSets.
     */
    private void loadDataToDataSets(
        GroupingSetsList groupingSetsList,
        RowList rows,
        Map<BitKey, GroupingSetsList.Cohort> groupingDataSetMap)
    {
        int arity = groupingSetsList.getDefaultColumns().length;
        SegmentAxis[] axes = groupingSetsList.getDefaultAxes();
        int segmentLength = groupingSetsList.getDefaultSegments().size();

        final List<SqlStatement.Type> types = rows.getTypes();
        final boolean useGroupingSet = groupingSetsList.useGroupingSets();
        for (rows.first(); rows.next();) {
            final BitKey groupingBitKey;
            final GroupingSetsList.Cohort cohort;
            if (useGroupingSet) {
                groupingBitKey =
                    (BitKey) rows.getObject(
                        groupingSetsList.getGroupingBitKeyIndex());
                cohort = groupingDataSetMap.get(groupingBitKey);
            } else {
                groupingBitKey = null;
                cohort = groupingDataSetMap.get(BitKey.EMPTY);
            }
            final int[] pos = cohort.pos;
            for (int j = 0, k = 0; j < arity; j++) {
                final SqlStatement.Type type = types.get(j);
                switch (type) {
                // TODO: different treatment for INT, LONG, DOUBLE
                case OBJECT:
                case STRING:
                case INT:
                case LONG:
                case DOUBLE:
                    Object o = rows.getObject(j);
                    if (useGroupingSet
                        && (o == null || o == RolapUtil.sqlNullValue)
                        && groupingBitKey.get(
                            groupingSetsList.findGroupingFunctionIndex(j)))
                    {
                        continue;
                    }
                    SegmentAxis axis = axes[j];
                    if (o == null) {
                        o = RolapUtil.sqlNullValue;
                    }
                    // Note: We believe that all value types are Comparable.
                    // In JDK 1.4, Boolean did not implement Comparable, but
                    // that's too minor/long ago to worry about.
                    int offset = axis.getOffset((Comparable) o);
                    pos[k++] = offset;
                    break;
                default:
                    throw Util.unexpected(type);
                }
            }

            for (int j = 0; j < segmentLength; j++) {
                cohort.segmentDatasetList.get(j).populateFrom(
                    pos, rows, arity + j);
            }
        }
    }

    private boolean setAxisDataAndDecideSparseUse(
        SortedSet<Comparable>[] axisValueSets,
        boolean[] axisContainsNull,
        GroupingSetsList groupingSetsList,
        RowList rows)
    {
        SegmentAxis[] axes = groupingSetsList.getDefaultAxes();
        RolapStar.Column[] allColumns = groupingSetsList.getDefaultColumns();
        // Figure out size of dense array, and allocate it, or use a sparse
        // array if appropriate.
        boolean sparse = false;
        int n = 1;
        for (int i = 0; i < axes.length; i++) {
            SortedSet<Comparable> valueSet = axisValueSets[i];
            axes[i] =
                new SegmentAxis(
                    groupingSetsList.getDefaultPredicates()[i],
                    valueSet,
                    axisContainsNull[i]);
            int size = axes[i].getKeys().length;
            setAxisDataToGroupableList(
                groupingSetsList,
                valueSet,
                axisContainsNull[i],
                allColumns[i]);
            int previous = n;
            n *= size;
            if ((n < previous) || (n < size)) {
                // Overflow has occurred.
                n = Integer.MAX_VALUE;
                sparse = true;
            }
        }
        return useSparse(sparse, n, rows);
    }

    boolean useSparse(boolean sparse, int n, RowList rows) {
        sparse = sparse || useSparse(n, rows.size());
        return sparse;
    }

    private void setDataToSegments(
        GroupingSetsList groupingSetsList,
        Map<BitKey, GroupingSetsList.Cohort> datasetsMap,
        Map<Segment, SegmentWithData> segmentSlotMap)
    {
        List<GroupingSet> groupingSets = groupingSetsList.getGroupingSets();
        for (int i = 0; i < groupingSets.size(); i++) {
            List<Segment> segments = groupingSets.get(i).getSegments();
            GroupingSetsList.Cohort cohort =
                datasetsMap.get(
                    groupingSetsList.getRollupColumnsBitKeyList().get(i));
            for (int j = 0; j < segments.size(); j++) {
                Segment segment = segments.get(j);
                final SegmentDataset segmentDataset =
                    cohort.segmentDatasetList.get(j);
                final SegmentWithData segmentWithData =
                    new SegmentWithData(
                        segment,
                        segmentDataset,
                        cohort.axes);

                segmentSlotMap.put(segment, segmentWithData);

                final SegmentHeader header = segmentWithData.getHeader();
                final SegmentBody body =
                    segmentWithData.getData().createSegmentBody(
                        new AbstractList<
                                Pair<SortedSet<Comparable>, Boolean>>()
                        {
                            public Pair<SortedSet<Comparable>, Boolean> get(
                                int index)
                            {
                                return segmentWithData.axes[index]
                                    .getValuesAndIndicator();
                            }

                            public int size() {
                                return segmentWithData.axes.length;
                            }
                        });

                // Send a message to the agg manager. It will place the segment
                // in the index.
                cacheSegment(segment.star, header, body);
            }
        }
    }

    private Map<BitKey, GroupingSetsList.Cohort> createDataSetsForGroupingSets(
        GroupingSetsList groupingSetsList,
        boolean sparse,
        List<SqlStatement.Type> types)
    {
        if (!groupingSetsList.useGroupingSets()) {
            final GroupingSetsList.Cohort datasets = createDataSets(
                sparse,
                groupingSetsList.getDefaultSegments(),
                groupingSetsList.getDefaultAxes(),
                types);
            return Collections.singletonMap(BitKey.EMPTY, datasets);
        }
        Map<BitKey, GroupingSetsList.Cohort> datasetsMap =
            new HashMap<BitKey, GroupingSetsList.Cohort>();
        List<GroupingSet> groupingSets = groupingSetsList.getGroupingSets();
        List<BitKey> groupingColumnsBitKeyList =
            groupingSetsList.getRollupColumnsBitKeyList();
        for (int i = 0; i < groupingSets.size(); i++) {
            GroupingSet groupingSet = groupingSets.get(i);
            GroupingSetsList.Cohort cohort =
                createDataSets(
                    sparse,
                    groupingSet.getSegments(),
                    groupingSet.getAxes(),
                    types);
            datasetsMap.put(groupingColumnsBitKeyList.get(i), cohort);
        }
        return datasetsMap;
    }

    private int calculateMaxDataSize(SegmentAxis[] axes) {
        int n = 1;
        for (SegmentAxis axis : axes) {
            n *= axis.getKeys().length;
        }
        return n;
    }

    private GroupingSetsList.Cohort createDataSets(
        boolean sparse,
        List<Segment> segments,
        SegmentAxis[] axes,
        List<SqlStatement.Type> types)
    {
        final List<SegmentDataset> datasets =
            new ArrayList<SegmentDataset>(segments.size());
        final int n;
        if (sparse) {
            n = 0;
        } else {
            n = calculateMaxDataSize(axes);
        }
        for (int i = 0; i < segments.size(); i++) {
            final Segment segment = segments.get(i);
            datasets.add(segment.createDataset(axes, sparse, types.get(i), n));
        }
        return new GroupingSetsList.Cohort(datasets, axes);
    }

    private void setAxisDataToGroupableList(
        GroupingSetsList groupingSetsList,
        SortedSet<Comparable> valueSet,
        boolean axisContainsNull,
        RolapStar.Column column)
    {
        for (GroupingSet groupingSet
            : groupingSetsList.getRollupGroupingSets())
        {
            RolapStar.Column[] columns = groupingSet.getColumns();
            for (int i = 0; i < columns.length; i++) {
                if (columns[i].equals(column)) {
                    groupingSet.getAxes()[i] =
                        new SegmentAxis(
                            groupingSet.getPredicates()[i],
                            valueSet,
                            axisContainsNull);
                }
            }
        }
    }

    /**
     * Creates and executes a SQL statement to retrieve the set of cells
     * specified by a GroupingSetsList.
     *
     * <p>This method may be overridden in tests.
     *
     * @param cellRequestCount Number of missed cells that led to this request
     * @param groupingSetsList Grouping
     * @param compoundPredicateList Compound predicate list
     * @return An executed SQL statement, or null
     */
    SqlStatement createExecuteSql(
        int cellRequestCount,
        final GroupingSetsList groupingSetsList,
        List<StarPredicate> compoundPredicateList)
    {
        RolapStar star = groupingSetsList.getStar();
        Pair<String, List<SqlStatement.Type>> pair =
            AggregationManager.generateSql(
                groupingSetsList, compoundPredicateList);
        final Locus locus =
            new SqlStatement.StatementLocus(
                Locus.peek().execution,
                "Segment.load",
                "Error while loading segment",
                SqlStatementEvent.Purpose.CELL_SEGMENT,
                cellRequestCount);

        // When caching is enabled, we must register the SQL statement
        // in the index. We don't want to cancel SQL statements that are shared
        // across threads unless it is safe.
        final Util.Functor1<Void, Statement> callbackWithCaching =
            new Util.Functor1<Void, Statement>() {
                public Void apply(final Statement stmt) {
                    cacheMgr.execute(
                        new SegmentCacheManager.Command<Void>() {
                            public Void call() throws Exception {
                                boolean atLeastOneActive = false;
                                for (Segment seg
                                    : groupingSetsList.getDefaultSegments())
                                {
                                    final SegmentCacheIndex index =
                                        cacheMgr.getIndexRegistry()
                                            .getIndex(seg.star);
                                    // Make sure to check if the segment still
                                    // exists in the index. It could have been
                                    // removed by a cancellation request since
                                    // then.
                                    if (index.contains(seg.getHeader())) {
                                        index.linkSqlStatement(
                                            seg.getHeader(), stmt);
                                        atLeastOneActive = true;
                                    }
                                    if (!atLeastOneActive) {
                                        // There are no segments to load.
                                        // Throw this so that the segment thread
                                        // knows to stop.
                                        throw new AbortException();
                                    }
                                }
                                return null;
                            }
                            public Locus getLocus() {
                              return locus;
                            }
                        });
                    return null;
                }
        };

        // When using no cache, we register the SQL statement directly
        // with the execution instance for cleanup.
        final Util.Functor1<Void, Statement> callbackNoCaching =
                new Util.Functor1<Void, Statement>() {
                    public Void apply(final Statement stmt) {
                        locus.execution.registerStatement(locus, stmt);
                        return null;
                    }
            };

        try {
            return RolapUtil.executeQuery(
                star.getDataSource(),
                pair.left,
                pair.right,
                0,
                0,
                locus,
                -1,
                -1,
                // Only one of the two callbacks are required, depending if we
                // cache the segments or not.
                MondrianProperties.instance().DisableCaching.get()
                    ? callbackNoCaching
                    : callbackWithCaching);
        } catch (Throwable t) {
            if (Util.getMatchingCause(t, AbortException.class) != null) {
                return null;
            } else {
                throw new MondrianException(
                    "Failed to load segment form SQL",
                    t);
            }
        }
    }

    RowList processData(
        SqlStatement stmt,
        final boolean[] axisContainsNull,
        final SortedSet<Comparable>[] axisValueSets,
        final GroupingSetsList groupingSetsList) throws SQLException
    {
        List<Segment> segments = groupingSetsList.getDefaultSegments();
        int measureCount = segments.size();
        ResultSet rawRows = loadData(stmt, groupingSetsList);
        assert stmt != null;
        final List<SqlStatement.Type> types = stmt.guessTypes();
        int arity = axisValueSets.length;
        final int groupingColumnStartIndex = arity + measureCount;

        // If we're using grouping sets, the SQL query will have a number of
        // indicator columns, and we roll these into a single BitSet column in
        // the processed data set.
        final List<SqlStatement.Type> processedTypes;
        if (groupingSetsList.useGroupingSets()) {
            processedTypes =
                new ArrayList<SqlStatement.Type>(
                    types.subList(0, groupingColumnStartIndex));
            processedTypes.add(SqlStatement.Type.OBJECT);
        } else {
            processedTypes = types;
        }
        final RowList processedRows = new RowList(processedTypes, 100);

        while (rawRows.next()) {
            checkResultLimit(++stmt.rowCount);
            processedRows.createRow();

            // get the columns
            int columnIndex = 0;
            for (int axisIndex = 0; axisIndex < arity;
                 axisIndex++, columnIndex++)
            {
                final SqlStatement.Type type = types.get(columnIndex);
                switch (type) {
                case OBJECT:
                case STRING:
                    Object o = rawRows.getObject(columnIndex + 1);
                    if (o == null) {
                        o = RolapUtil.sqlNullValue;
                        if (!groupingSetsList.useGroupingSets()
                            || !isAggregateNull(
                                rawRows, groupingColumnStartIndex,
                            groupingSetsList,
                            axisIndex))
                        {
                            axisContainsNull[axisIndex] = true;
                        }
                    } else {
                        // We assume that all values are Comparable. Boolean
                        // wasn't Comparable until JDK 1.5, but we can live with
                        // that bug because JDK 1.4 is no longer important.
                        axisValueSets[axisIndex].add((Comparable) o);
                    }
                    processedRows.setObject(columnIndex, o);
                    break;
                case INT:
                    final int intValue = rawRows.getInt(columnIndex + 1);
                    if (intValue == 0 && rawRows.wasNull()) {
                        if (!groupingSetsList.useGroupingSets()
                            || !isAggregateNull(
                                rawRows, groupingColumnStartIndex,
                            groupingSetsList,
                            axisIndex))
                        {
                            axisContainsNull[axisIndex] = true;
                        }
                        processedRows.setNull(columnIndex, true);
                    } else {
                        axisValueSets[axisIndex].add(intValue);
                        processedRows.setInt(columnIndex, intValue);
                    }
                    break;
                case LONG:
                    final long longValue = rawRows.getLong(columnIndex + 1);
                    if (longValue == 0 && rawRows.wasNull()) {
                        if (!groupingSetsList.useGroupingSets()
                            || !isAggregateNull(
                                rawRows,
                                groupingColumnStartIndex,
                                groupingSetsList,
                                axisIndex))
                        {
                            axisContainsNull[axisIndex] = true;
                        }
                        processedRows.setNull(columnIndex, true);
                    } else {
                        axisValueSets[axisIndex].add(longValue);
                        processedRows.setLong(columnIndex, longValue);
                    }
                    break;
                case DOUBLE:
                    final double doubleValue =
                        rawRows.getDouble(columnIndex + 1);
                    if (doubleValue == 0 && rawRows.wasNull()) {
                        if (!groupingSetsList.useGroupingSets()
                            || !isAggregateNull(
                                rawRows, groupingColumnStartIndex,
                            groupingSetsList,
                            axisIndex))
                        {
                            axisContainsNull[axisIndex] = true;
                        }
                    }
                    axisValueSets[axisIndex].add(doubleValue);
                    processedRows.setDouble(columnIndex, doubleValue);
                    break;
                default:
                    throw Util.unexpected(type);
                }
            }

            // pre-compute which measures are numeric
            final boolean[] numeric = new boolean[measureCount];
            int k = 0;
            for (Segment segment : segments) {
                numeric[k++] = segment.measure.getDatatype().isNumeric();
            }

            // get the measure
            for (int i = 0; i < measureCount; i++, columnIndex++) {
                final SqlStatement.Type type =
                    types.get(columnIndex);
                switch (type) {
                case OBJECT:
                case STRING:
                    Object o = rawRows.getObject(columnIndex + 1);
                    if (o == null) {
                        o = Util.nullValue; // convert to placeholder
                    } else if (numeric[i]) {
                        if (o instanceof Double) {
                            // nothing to do
                        } else if (o instanceof Number) {
                            o = ((Number) o).doubleValue();
                        } else if (o instanceof byte[]) {
                            // On MySQL 5.0 in German locale, values can come
                            // out as byte arrays. Don't know why. Bug 1594119.
                            o = Double.parseDouble(new String((byte[]) o));
                        } else {
                            o = Double.parseDouble(o.toString());
                        }
                    }
                    processedRows.setObject(columnIndex, o);
                    break;
                case INT:
                    final int intValue = rawRows.getInt(columnIndex + 1);
                    processedRows.setInt(columnIndex, intValue);
                    if (intValue == 0 && rawRows.wasNull()) {
                        processedRows.setNull(columnIndex, true);
                    }
                    break;
                case LONG:
                    final long longValue = rawRows.getLong(columnIndex + 1);
                    processedRows.setLong(columnIndex, longValue);
                    if (longValue == 0 && rawRows.wasNull()) {
                        processedRows.setNull(columnIndex, true);
                    }
                    break;
                case DOUBLE:
                    final double doubleValue =
                        rawRows.getDouble(columnIndex + 1);
                    processedRows.setDouble(columnIndex, doubleValue);
                    if (doubleValue == 0 && rawRows.wasNull()) {
                        processedRows.setNull(columnIndex, true);
                    }
                    break;
                default:
                    throw Util.unexpected(type);
                }
            }

            if (groupingSetsList.useGroupingSets()) {
                processedRows.setObject(
                    columnIndex,
                    getRollupBitKey(
                        groupingSetsList.getRollupColumns().size(),
                        rawRows, columnIndex));
            }
        }
        return processedRows;
    }

    private void checkResultLimit(int currentCount) {
        final int limit =
            MondrianProperties.instance().ResultLimit.get();
        if (limit > 0 && currentCount > limit) {
            throw MondrianResource.instance()
                .SegmentFetchLimitExceeded.ex(limit);
        }
    }

    /**
     * Generates bit key representing roll up columns
     */
    BitKey getRollupBitKey(int arity, ResultSet rowList, int k)
        throws SQLException
    {
        BitKey groupingBitKey = BitKey.Factory.makeBitKey(arity);
        for (int i = 0; i < arity; i++) {
            int o = rowList.getInt(k + i + 1);
            if (o == 1) {
                groupingBitKey.set(i);
            }
        }
        return groupingBitKey;
    }

    private boolean isAggregateNull(
        ResultSet rowList,
        int groupingColumnStartIndex,
        GroupingSetsList groupingSetsList,
        int axisIndex) throws SQLException
    {
        int groupingFunctionIndex =
            groupingSetsList.findGroupingFunctionIndex(axisIndex);
        if (groupingFunctionIndex == -1) {
            // Not a rollup column
            return false;
        }
        return rowList.getInt(
            groupingColumnStartIndex + groupingFunctionIndex + 1) == 1;
    }

    ResultSet loadData(
        SqlStatement stmt,
        GroupingSetsList groupingSetsList)
        throws SQLException
    {
        int arity = groupingSetsList.getDefaultColumns().length;
        int measureCount = groupingSetsList.getDefaultSegments().size();
        int groupingFunctionsCount = groupingSetsList.getRollupColumns().size();
        List<SqlStatement.Type> types = stmt.guessTypes();
        assert arity + measureCount + groupingFunctionsCount == types.size();

        return stmt.getResultSet();
    }

    SortedSet<Comparable>[] getDistinctValueWorkspace(int arity) {
        // Workspace to build up lists of distinct values for each axis.
        SortedSet<Comparable>[] axisValueSets = new SortedSet[arity];
        for (int i = 0; i < axisValueSets.length; i++) {
            axisValueSets[i] =
                Util.PreJdk15
                    ? new TreeSet<Comparable>(BooleanComparator.INSTANCE)
                    : new TreeSet<Comparable>();
        }
        return axisValueSets;
    }

    /**
     * Decides whether to use a sparse representation for this segment, using
     * the formula described
     * {@link mondrian.olap.MondrianProperties#SparseSegmentCountThreshold
     * here}.
     *
     * @param possibleCount Number of values in the space.
     * @param actualCount   Actual number of values.
     * @return Whether to use a sparse representation.
     */
    static boolean useSparse(
        final double possibleCount,
        final double actualCount)
    {
        final MondrianProperties properties = MondrianProperties.instance();
        double densityThreshold =
            properties.SparseSegmentDensityThreshold.get();
        if (densityThreshold < 0) {
            densityThreshold = 0;
        }
        if (densityThreshold > 1) {
            densityThreshold = 1;
        }
        int countThreshold = properties.SparseSegmentCountThreshold.get();
        if (countThreshold < 0) {
            countThreshold = 0;
        }
        boolean sparse =
            (possibleCount - countThreshold) * densityThreshold >
                actualCount;
        if (possibleCount < countThreshold) {
            assert !sparse
                : "Should never use sparse if count is less "
                + "than threshold, possibleCount=" + possibleCount
                + ", actualCount=" + actualCount
                + ", countThreshold=" + countThreshold
                + ", densityThreshold=" + densityThreshold;
        }
        if (possibleCount == actualCount) {
            assert !sparse
                : "Should never use sparse if result is 100% dense: "
                + "possibleCount=" + possibleCount
                + ", actualCount=" + actualCount
                + ", countThreshold=" + countThreshold
                + ", densityThreshold=" + densityThreshold;
        }
        return sparse;
    }

    /**
     * This is a private abstraction wrapper to perform
     * rollups. It allows us to rollup from a mix of segments
     * coming from either the local cache or the external one.
     */
    abstract class SegmentRollupWrapper {
        abstract BitKey getConstrainedColumnsBitKey();
        abstract SegmentColumn[] getConstrainedColumns();
        abstract SegmentDataset getDataset();
        abstract Object[] getValuesForColumn(SegmentColumn cc);
        abstract mondrian.spi.SegmentColumn getHeader();
        public int hashCode() {
            return getHeader().hashCode();
        }
        public boolean equals(Object obj) {
            return getHeader().equals(obj);
        }
    }

    /**
     * Collection of rows, each with a set of columns of type Object, double, or
     * int. Native types are not boxed.
     */
    protected static class RowList {
        private final Column[] columns;
        private int rowCount = 0;
        private int capacity = 0;
        private int currentRow = -1;

        /**
         * Creates a RowList.
         *
         * @param types Column types
         */
        RowList(List<SqlStatement.Type> types) {
            this(types, 100);
        }

        /**
         * Creates a RowList with a specified initial capacity.
         *
         * @param types Column types
         * @param capacity Initial capacity
         */
        RowList(List<SqlStatement.Type> types, int capacity) {
            this.columns = new Column[types.size()];
            this.capacity = capacity;
            for (int i = 0; i < columns.length; i++) {
                columns[i] = Column.forType(i, types.get(i), capacity);
            }
        }

        void createRow() {
            currentRow = rowCount++;
            if (rowCount > capacity) {
                capacity *= 3;
                for (Column column : columns) {
                    column.resize(capacity);
                }
            }
        }

        void setObject(int column, Object value) {
            columns[column].setObject(currentRow, value);
        }

        void setDouble(int column, double value) {
            columns[column].setDouble(currentRow, value);
        }

        void setInt(int column, int value) {
            columns[column].setInt(currentRow, value);
        }

        void setLong(int column, long value) {
            columns[column].setLong(currentRow, value);
        }

        public int size() {
            return rowCount;
        }

        public void createRow(ResultSet resultSet) throws SQLException {
            createRow();
            for (Column column : columns) {
                column.populateFrom(currentRow, resultSet);
            }
        }

        public List<SqlStatement.Type> getTypes() {
            return new AbstractList<SqlStatement.Type>() {
                public SqlStatement.Type get(int index) {
                    return columns[index].type;
                }

                public int size() {
                    return columns.length;
                }
            };
        }

        /**
         * Moves to before the first row.
         */
        public void first() {
            currentRow = -1;
        }

        /**
         * Moves to after the last row.
         */
        public void last() {
            currentRow = rowCount;
        }

        /**
         * Moves forward one row, or returns false if at the last row.
         *
         * @return whether moved forward
         */
        public boolean next() {
            if (currentRow < rowCount - 1) {
                ++currentRow;
                return true;
            }
            return false;
        }

        /**
         * Moves backward one row, or returns false if at the first row.
         *
         * @return whether moved backward
         */
        public boolean previous() {
            if (currentRow > 0) {
                --currentRow;
                return true;
            }
            return false;
        }

        /**
         * Returns the object in the given column of the current row.
         *
         * @param columnIndex Column index
         * @return Value of the column
         */
        public Object getObject(int columnIndex) {
            return columns[columnIndex].getObject(currentRow);
        }

        public int getInt(int columnIndex) {
            return columns[columnIndex].getInt(currentRow);
        }

        public double getDouble(int columnIndex) {
            return columns[columnIndex].getDouble(currentRow);
        }

        public boolean isNull(int columnIndex) {
            return columns[columnIndex].isNull(currentRow);
        }

        public void setNull(int columnIndex, boolean b) {
            columns[columnIndex].setNull(currentRow, b);
        }

        static abstract class Column {
            final int ordinal;
            final SqlStatement.Type type;

            protected Column(int ordinal, SqlStatement.Type type) {
                this.ordinal = ordinal;
                this.type = type;
            }

            static Column forType(
                int ordinal,
                SqlStatement.Type type,
                int capacity)
            {
                switch (type) {
                case OBJECT:
                case STRING:
                    return new ObjectColumn(ordinal, type, capacity);
                case INT:
                    return new IntColumn(ordinal, type, capacity);
                case LONG:
                    return new LongColumn(ordinal, type, capacity);
                case DOUBLE:
                    return new DoubleColumn(ordinal, type, capacity);
                default:
                    throw Util.unexpected(type);
                }
            }

            public abstract void resize(int newSize);

            public void setObject(int row, Object value) {
                throw new UnsupportedOperationException();
            }

            public void setDouble(int row, double value) {
                throw new UnsupportedOperationException();
            }

            public void setInt(int row, int value) {
                throw new UnsupportedOperationException();
            }

            public void setLong(int row, long value) {
                throw new UnsupportedOperationException();
            }

            public void setNull(int row, boolean b) {
                throw new UnsupportedOperationException();
            }

            public abstract void populateFrom(int row, ResultSet resultSet)
                throws SQLException;

            public Object getObject(int row) {
                throw new UnsupportedOperationException();
            }

            public int getInt(int row) {
                throw new UnsupportedOperationException();
            }

            public double getDouble(int row) {
                throw new UnsupportedOperationException();
            }

            protected abstract int getCapacity();

            public abstract boolean isNull(int row);
        }

        static class ObjectColumn extends Column {
            private Object[] objects;

            ObjectColumn(int ordinal, SqlStatement.Type type, int size) {
                super(ordinal, type);
                objects = new Object[size];
            }

            protected int getCapacity() {
                return objects.length;
            }

            public boolean isNull(int row) {
                return objects[row] == null;
            }

            public void resize(int newSize) {
                objects = Util.copyOf(objects, newSize);
            }

            public void populateFrom(int row, ResultSet resultSet)
                throws SQLException
            {
                objects[row] = resultSet.getObject(ordinal + 1);
            }

            public void setObject(int row, Object value) {
                objects[row] = value;
            }

            public Object getObject(int row) {
                return objects[row];
            }
        }

        static abstract class NativeColumn extends Column {
            protected BitSet nullIndicators;

            NativeColumn(int ordinal, SqlStatement.Type type) {
                super(ordinal, type);
            }

            public void setNull(int row, boolean b) {
                getNullIndicators().set(row, b);
            }

            protected BitSet getNullIndicators() {
                if (nullIndicators == null) {
                    nullIndicators = new BitSet(getCapacity());
                }
                return nullIndicators;
            }
        }

        static class IntColumn extends NativeColumn {
            private int[] ints;

            IntColumn(int ordinal, SqlStatement.Type type, int size) {
                super(ordinal, type);
                ints = new int[size];
            }

            public void resize(int newSize) {
                ints = Util.copyOf(ints, newSize);
            }

            public void populateFrom(int row, ResultSet resultSet)
                throws SQLException
            {
                int i = ints[row] = resultSet.getInt(ordinal + 1);
                if (i == 0) {
                    getNullIndicators().set(row, resultSet.wasNull());
                }
            }

            public void setInt(int row, int value) {
                ints[row] = value;
            }

            public int getInt(int row) {
                return ints[row];
            }

            public boolean isNull(int row) {
                return ints[row] == 0
                   && nullIndicators != null
                   && nullIndicators.get(row);
            }

            protected int getCapacity() {
                return ints.length;
            }

            public Integer getObject(int row) {
                return isNull(row) ? null : ints[row];
            }
        }

        static class LongColumn extends NativeColumn {
            private long[] longs;

            LongColumn(int ordinal, SqlStatement.Type type, int size) {
                super(ordinal, type);
                longs = new long[size];
            }

            public void resize(int newSize) {
                longs = Util.copyOf(longs, newSize);
            }

            public void populateFrom(int row, ResultSet resultSet)
                throws SQLException
            {
                long i = longs[row] = resultSet.getLong(ordinal + 1);
                if (i == 0) {
                    getNullIndicators().set(row, resultSet.wasNull());
                }
            }

            public void setLong(int row, long value) {
                longs[row] = value;
            }

            public long getLong(int row) {
                return longs[row];
            }

            public boolean isNull(int row) {
                return longs[row] == 0
                   && nullIndicators != null
                   && nullIndicators.get(row);
            }

            protected int getCapacity() {
                return longs.length;
            }

            public Long getObject(int row) {
                return isNull(row) ? null : longs[row];
            }
        }

        static class DoubleColumn extends NativeColumn {
            private double[] doubles;

            DoubleColumn(int ordinal, SqlStatement.Type type, int size) {
                super(ordinal, type);
                doubles = new double[size];
            }

            public void resize(int newSize) {
                doubles = Util.copyOf(doubles, newSize);
            }

            public void populateFrom(int row, ResultSet resultSet)
                throws SQLException
            {
                double d = doubles[row] = resultSet.getDouble(ordinal + 1);
                if (d == 0d) {
                    getNullIndicators().set(row, resultSet.wasNull());
                }
            }

            public void setDouble(int row, double value) {
                doubles[row] = value;
            }

            public double getDouble(int row) {
                return doubles[row];
            }

            protected int getCapacity() {
                return doubles.length;
            }

            public boolean isNull(int row) {
                return doubles[row] == 0d
                   && nullIndicators != null
                   && nullIndicators.get(row);
            }

            public Double getObject(int row) {
                return isNull(row) ? null : doubles[row];
            }
        }

        public interface Handler {
        }
    }

    private static class BooleanComparator
        implements Comparator<Object>, Serializable
    {
        public static final BooleanComparator INSTANCE =
            new BooleanComparator();

        private BooleanComparator() {
            if (Util.PreJdk15) {
                // This class exists to work around the fact that Boolean is not
                // Comparable until JDK 1.5.
                assert !(Comparable.class.isAssignableFrom(Boolean.class));
            } else {
                assert Comparable.class.isAssignableFrom(Boolean.class);
            }
        }

        public int compare(Object o1, Object o2) {
            if (o1 instanceof Boolean) {
                boolean b1 = (Boolean) o1;
                if (o2 instanceof Boolean) {
                    boolean b2 = (Boolean) o2;
                    return b1 == b2
                        ? 0
                        : (b1 ? 1 : -1);
                } else {
                    return -1;
                }
            } else {
                return ((Comparable) o1).compareTo(o2);
            }
        }
    }
}

// End SegmentLoader.java
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